The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 07, 2026

Filed:

Jul. 15, 2022
Applicant:

Stripe, Inc., South San Francisco, CA (US);

Inventors:

Anthony Pianta, Washington, DC (US);

Peter Lofgren, Palo Alto, CA (US);

Ketan Singh, Sunnyvale, CA (US);

Assignee:

Stripe, Inc., South San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 20/40 (2012.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06F 18/214 (2023.01);
Abstract

In an example embodiment, a solution is provided wherein a single machine learning model is trained and used to detect fraud across multiple payment types. More particularly, the concept of a payment scoring event (PSE) is introduced. A PSE is a data structure that stores multiple pieces of information about a transaction (or potential transaction). A mapping is then maintained between each payment type to be supported and the PSE structure. Each of these transaction types may have its own mapping indicating which fields in the PSR its own fields map to. The use of these mappings allows for additional payment methods to be introduced and supported at any time, necessitating only the creation of a mapping for an additional payment method.


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